Boxiang Yun
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View article: MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation
MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation Open
Medical Hyperspectral Imaging (MHSI) offers potential for computational pathology and precision medicine. However, existing CNN and Transformer struggle to balance segmentation accuracy and speed due to high spatial-spectral dimensionality…
View article: Neoplasms in the Nasal Cavity Identified and Tracked with an Artificial Intelligence-Assisted Nasal Endoscopic Diagnostic System
Neoplasms in the Nasal Cavity Identified and Tracked with an Artificial Intelligence-Assisted Nasal Endoscopic Diagnostic System Open
Objective: We aim to construct an artificial intelligence (AI)-assisted nasal endoscopy diagnostic system capable of preliminary differentiation and identification of nasal neoplasia properties, as well as intraoperative tracking, providin…
View article: RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning
RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning Open
The Segment Anything Model 2 (SAM2) has recently demonstrated exceptional performance in zero-shot prompt segmentation for natural images and videos. However, when the propagation mechanism of SAM2 is applied to medical images, it often re…
View article: Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype
Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype Open
Despite recent progress in enhancing the efficacy of Open-Domain Continual Learning (ODCL) in Vision-Language Models (VLM), failing to (1) correctly identify the Task-ID of a test image and (2) use only the category set corresponding to th…
View article: Prompting Whole Slide Image Based Genetic Biomarker Prediction
Prompting Whole Slide Image Based Genetic Biomarker Prediction Open
Prediction of genetic biomarkers, e.g., microsatellite instability and BRAF in colorectal cancer is crucial for clinical decision making. In this paper, we propose a whole slide image (WSI) based genetic biomarker prediction method via pro…
View article: SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation
SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation Open
Hyperspectral imaging (HSI) unlocks the huge potential to a wide variety of applications relied on high-precision pathology image segmentation, such as computational pathology and precision medicine. Since hyperspectral pathology images be…